Code intelligence MCP servers

Enterprise-grade graph-powered code intelligence engine. Deep structural awareness for Laravel, PHP, Python, and JS. Powers AI agents with high-fidelity architectural context via MCP & Neo4j.

MCP server with local vector search for your codebase. Smart indexing, semantic search, Git history — all offline.

Keep Claude Code context clean. Open-source toolkit: drift detection, re-read dedup, integrity scoring, AST-aware reads, 15 MCP tools. 62.6% measured savings, reproducible.

An MCP server to allow you to debug webpages using LLMs

MCP server providing semantic Java code analysis for AI agents. Built on Eclipse JDT with tools for navigation, refactoring, search, and metrics.

Expose VS Code language intelligence to AI agents via MCP, with automatic routing across multiple windows

Headless knowledge base with bidirectional Markdown sync

Multi-Model chat, code review and analysis MCP Server for Claude Code

This project provides tools that expose Language Server Protocol (LSP) functionality as MCP (Model Context Protocol) tools

A Model Context Protocol server providing LLM Agents a second opinion via AI-powered Deepseek-Reasoning R1 mentorship capabilities, including code review, design critique, writing feedback, and idea brainstorming through the Deepseek API.

A Pure-Java MCP Server for JaDX Android Reverse Engineering Tool

MCP server with 23 tools for structured code understanding via tree-sitter. 10 languages. 999 tests. One-command install.

MCP server for PHP Xdebug debugging - enables AI-assisted PHP debugging through the Model Context Protocol with Unix socket and TCP support

MCP Server for Aibolit Java Static Analyzer: Helping Your AI Agent Identify Hotspots for Refactoring

MCP server for analyzing PE, ELF, and Mach-O binaries using LIEF

Static code map generator (MAP.md + map.json) powered by tree-sitter — a Claude Code /map plugin and MCP server that gives coding agents call graphs, file outlines, and impacted-test lookups without spending tokens on parsing.

MCP server that exposes Oracle Forms modules (.fmb/.mmb/.pll/.olb) — blocks, triggers, PL/SQL, object XML — to AI assistants for legacy modernization and code review.

Local test coverage intelligence for JavaScript and TypeScript: gaps, complexity, and practical test priorities over MCP or CLI.

Local-first codebase intelligence memory and task context for coding agents, via CLI, MCP, and local HTTP.

MCP server wrapping JetBrains' ReSharper CLI for headless C# inspection and code cleanup for coding agents. Unofficial, not affiliated with JetBrains.

Codebase analysis MCP server for AI agents: complexity metrics, size thresholds, prop drilling, and code smell detection built on tree-sitter and tokei.

Map code reviews as graphs to optimize token usage and improve analysis accuracy.

MCP server that lets AI agents debug kernels through QEMU's gdbstub - no gdb binary. Breakpoints, registers, DWARF lines, backtraces, and triple-fault diagnosis.